Establishing Minimal Techno as Soundtrack to the Creative City: Hannes Stöhr’s<i>Berlin Calling</i>
Bibliographic record
Abstract
This article argues that Hannes Stöhr’s Berlin Calling (2008), one of the first feature film treatments of Berlin’s techno scene, contributes to the mythification of contemporary Berlin as an exciting, “culturepreneurial,” creative city. Twenty years after the emergence of Berlin’s electronic music scene, the film offers a conciliatory reading of that scene, which is consistent with the contribution that club culture and the notion of the creative individual make to the capital city’s economy. In contrast to earlier, more worried readings of Berlin’s club culture, Berlin Calling suggests that some techno is legitimate music with artistic merit. Although the film does not shy away from dance music’s association with drug use, the protagonist “DJ Ickarus” ascertains “wie wichtig es ist, ein Ziel im Leben zu haben” and begins to grapple with his drug problem. This article analyzes how the film’s narrative of fall and redemption is consistent with the increasing legitimation of techno culture in the Berlin Republic.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.006 | 0.015 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".